{"id":"W2996983064","doi":"10.1016/j.jacr.2019.11.026","title":"Radiology Clerkship Requirements in Canada and the United States: Current State and Impact on Residency Application","year":2019,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Radiology; Curriculum; Pediatric Radiology; Interventional radiology; Duration (music); Medical school; Medical education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00440493,0.0001856365,0.0003445132,0.004491023,0.003297001,0.003333796,0.002649872,0.00130484,0.004905448],"category_scores_gemma":[0.0196431,0.0003221028,0.0005789076,0.006272297,0.00159602,0.0009532052,0.00178918,0.001568271,0.0004664613],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04350744,"about_ca_system_score_gemma":0.1149009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9631936,"about_ca_topic_score_gemma":0.9887328,"domain_scores_codex":[0.9925499,0.0004872672,0.0005292677,0.0003816812,0.003814331,0.002237587],"domain_scores_gemma":[0.9420892,0.00475049,0.006676495,0.0003818171,0.02920538,0.01689667],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003420807,0.0005840189,0.79107,0.0003517558,0.00007854513,0.000288555,0.001966938,0.0006687463,0.0005763029,0.003971227,0.06738059,0.1327211],"study_design_scores_gemma":[0.00001007333,0.00003456484,0.9752313,0.0001632389,0.00001466458,0.0000664961,0.002422393,0.000228228,0.0001284237,0.00007457493,0.02160752,0.00001844434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8282956,0.01494514,0.0004541458,0.05669622,0.0008830939,0.0002128169,0.01278298,0.0001452367,0.08558473],"genre_scores_gemma":[0.9674143,0.00681372,0.0007358537,0.006911312,0.0002506196,0.00005292859,0.004085617,0.00004756916,0.01368813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9955951,"threshold_uncertainty_score":0.3156701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642559696718128,"score_gpt":0.317417417601754,"score_spread":0.3009918206345727,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}